#!/usr/bin/env python
#
# Copyright (C) 2016 The Android Open Source Project
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#
"""app_profiler.py: manage the process of profiling an android app.
It downloads simpleperf on device, uses it to collect samples from
user's app, and pulls perf.data and needed binaries on host.
"""
from __future__ import print_function
import argparse
import copy
import os
import os.path
import shutil
import subprocess
import sys
import time
from binary_cache_builder import BinaryCacheBuilder
from simpleperf_report_lib import *
from utils import *
class AppProfiler(object):
"""Used to manage the process of profiling an android app.
There are three steps:
1. Prepare profiling.
2. Profile the app.
3. Collect profiling data.
"""
def __init__(self, config):
# check config variables
config_names = ['app_package_name', 'native_lib_dir', 'apk_file_path',
'recompile_app', 'launch_activity', 'launch_inst_test',
'record_options', 'perf_data_path', 'adb_path', 'readelf_path',
'binary_cache_dir']
for name in config_names:
if not config.has_key(name):
log_fatal('config [%s] is missing' % name)
native_lib_dir = config.get('native_lib_dir')
if native_lib_dir and not os.path.isdir(native_lib_dir):
log_fatal('[native_lib_dir] "%s" is not a dir' % native_lib_dir)
apk_file_path = config.get('apk_file_path')
if apk_file_path and not os.path.isfile(apk_file_path):
log_fatal('[apk_file_path] "%s" is not a file' % apk_file_path)
self.config = config
self.adb = AdbHelper(self.config['adb_path'])
self.is_root_device = False
self.android_version = 0
self.device_arch = None
self.app_arch = None
self.app_pid = None
def profile(self):
log_info('prepare profiling')
self.prepare_profiling()
log_info('start profiling')
self.start_and_wait_profiling()
log_info('collect profiling data')
self.collect_profiling_data()
log_info('profiling is finished.')
def prepare_profiling(self):
self._get_device_environment()
self._enable_profiling()
self._recompile_app()
self._restart_app()
self._get_app_environment()
self._download_simpleperf()
self._download_native_libs()
def _get_device_environment(self):
self.is_root_device = self.adb.switch_to_root()
# Get android version.
build_version = self.adb.get_property('ro.build.version.release')
if build_version:
if not build_version[0].isdigit():
c = build_version[0].upper()
if c < 'L':
self.android_version = 0
else:
self.android_version = ord(c) - ord('L') + 5
else:
strs = build_version.split('.')
if strs:
self.android_version = int(strs[0])
# Get device architecture.
output = self.adb.check_run_and_return_output(['shell', 'uname', '-m'])
if output.find('aarch64') != -1:
self.device_arch = 'aarch64'
elif output.find('arm') != -1:
self.device_arch = 'arm'
elif output.find('x86_64') != -1:
self.device_arch = 'x86_64'
elif output.find('86') != -1:
self.device_arch = 'x86'
else:
log_fatal('unsupported architecture: %s' % output.strip())
def _enable_profiling(self):
self.adb.set_property('security.perf_harden', '0')
if self.is_root_device:
# We can enable kernel symbols
self.adb.run(['shell', 'echo', '0', '>/proc/sys/kernel/kptr_restrict'])
def _recompile_app(self):
if not self.config['recompile_app']:
return
if self.android_version == 0:
log_warning("Can't fully compile an app on android version < L.")
elif self.android_version == 5 or self.android_version == 6:
if not self.is_root_device:
log_warning("Can't fully compile an app on android version < N on non-root devices.")
elif not self.config['apk_file_path']:
log_warning("apk file is needed to reinstall the app on android version < N.")
else:
flag = '-g' if self.android_version == 6 else '--include-debug-symbols'
self.adb.set_property('dalvik.vm.dex2oat-flags', flag)
self.adb.check_run(['install', '-r', self.config['apk_file_path']])
elif self.android_version >= 7:
self.adb.set_property('debug.generate-debug-info', 'true')
self.adb.check_run(['shell', 'cmd', 'package', 'compile', '-f', '-m', 'speed',
self.config['app_package_name']])
else:
log_fatal('unreachable')
def _restart_app(self):
if not self.config['launch_activity'] and not self.config['launch_inst_test']:
return
pid = self._find_app_process()
if pid is not None:
self.run_in_app_dir(['kill', '-9', str(pid)])
time.sleep(1)
if self.config['launch_activity']:
activity = self.config['app_package_name'] + '/' + self.config['launch_activity']
result = self.adb.run(['shell', 'am', 'start', '-n', activity])
if not result:
log_fatal("Can't start activity %s" % activity)
else:
runner = self.config['app_package_name'] + '/android.support.test.runner.AndroidJUnitRunner'
result = self.adb.run(['shell', 'am', 'instrument', '-e', 'class',
self.config['launch_inst_test'], runner])
if not result:
log_fatal("Can't start instrumentation test %s" % self.config['launch_inst_test'])
for i in range(10):
pid = self._find_app_process()
if pid is not None:
return
time.sleep(1)
log_info('Wait for the app process for %d seconds' % (i + 1))
log_fatal("Can't find the app process")
def _find_app_process(self):
result, output = self.adb.run_and_return_output(['shell', 'ps'])
if not result:
return None
output = output.split('\n')
for line in output:
strs = line.split()
if len(strs) > 2 and strs[-1].find(self.config['app_package_name']) != -1:
return int(strs[1])
return None
def _get_app_environment(self):
self.app_pid = self._find_app_process()
if self.app_pid is None:
log_fatal("can't find process for app [%s]" % self.config['app_package_name'])
if self.device_arch in ['aarch64', 'x86_64']:
output = self.run_in_app_dir(['cat', '/proc/%d/maps' % self.app_pid])
if output.find('linker64') != -1:
self.app_arch = self.device_arch
else:
self.app_arch = 'arm' if self.device_arch == 'aarch64' else 'x86'
else:
self.app_arch = self.device_arch
log_info('app_arch: %s' % self.app_arch)
def _download_simpleperf(self):
simpleperf_binary = get_target_binary_path(self.app_arch, 'simpleperf')
self.adb.check_run(['push', simpleperf_binary, '/data/local/tmp'])
self.run_in_app_dir(['cp', '/data/local/tmp/simpleperf', '.'])
self.run_in_app_dir(['chmod', 'a+x', 'simpleperf'])
def _download_native_libs(self):
if not self.config['native_lib_dir']:
return
filename_dict = dict()
for root, _, files in os.walk(self.config['native_lib_dir']):
for file in files:
if not file.endswith('.so'):
continue
path = os.path.join(root, file)
old_path = filename_dict.get(file)
log_info('app_arch = %s' % self.app_arch)
if self._is_lib_better(path, old_path):
log_info('%s is better than %s' % (path, old_path))
filename_dict[file] = path
else:
log_info('%s is worse than %s' % (path, old_path))
maps = self.run_in_app_dir(['cat', '/proc/%d/maps' % self.app_pid])
searched_lib = dict()
for item in maps.split():
if item.endswith('.so') and searched_lib.get(item) is None:
searched_lib[item] = True
# Use '/' as path separator as item comes from android environment.
filename = item[item.rfind('/') + 1:]
dirname = item[1:item.rfind('/')]
path = filename_dict.get(filename)
if path is None:
continue
self.adb.check_run(['push', path, '/data/local/tmp'])
self.run_in_app_dir(['mkdir', '-p', dirname])
self.run_in_app_dir(['cp', '/data/local/tmp/' + filename, dirname])
def _is_lib_better(self, new_path, old_path):
""" Return true if new_path is more likely to be used on device. """
if old_path is None:
return True
if self.app_arch == 'arm':
result1 = new_path.find('armeabi-v7a/') != -1
result2 = old_path.find('armeabi-v7a') != -1
if result1 != result2:
return result1
arch_dir = 'arm64' if self.app_arch == 'aarch64' else self.app_arch + '/'
result1 = new_path.find(arch_dir) != -1
result2 = old_path.find(arch_dir) != -1
if result1 != result2:
return result1
result1 = new_path.find('obj/') != -1
result2 = old_path.find('obj/') != -1
if result1 != result2:
return result1
return False
def start_and_wait_profiling(self):
self.run_in_app_dir([
'./simpleperf', 'record', self.config['record_options'], '-p',
str(self.app_pid), '--symfs', '.'])
def collect_profiling_data(self):
self.run_in_app_dir(['chmod', 'a+rw', 'perf.data'])
self.adb.check_run(['shell', 'cp',
'/data/data/%s/perf.data' % self.config['app_package_name'], '/data/local/tmp'])
self.adb.check_run(['pull', '/data/local/tmp/perf.data', self.config['perf_data_path']])
config = copy.copy(self.config)
config['symfs_dirs'] = []
if self.config['native_lib_dir']:
config['symfs_dirs'].append(self.config['native_lib_dir'])
binary_cache_builder = BinaryCacheBuilder(config)
binary_cache_builder.build_binary_cache()
def run_in_app_dir(self, args):
if self.is_root_device:
cmd = 'cd /data/data/' + self.config['app_package_name'] + ' && ' + (' '.join(args))
return self.adb.check_run_and_return_output(['shell', cmd])
else:
return self.adb.check_run_and_return_output(
['shell', 'run-as', self.config['app_package_name']] + args)
if __name__ == '__main__':
parser = argparse.ArgumentParser(
description='Profile an android app. See configurations in app_profiler.config.')
parser.add_argument('--config', default='app_profiler.config',
help='Set configuration file. Default is app_profiler.config.')
args = parser.parse_args()
config = load_config(args.config)
profiler = AppProfiler(config)
profiler.profile()